It doesn't take an attack for there to be problems. Accidents, leaks, contamination, poor behaviour and violence by troops etc is somewhat more likely. That and the external appearance of supporting what ever the stationed troops are up to (often related to regional/nearby wars etc).
The U.S. attacking Germany is even more paranoid than chem-trail mind control agents, I'm just throwing that in to go along with the hypothetical.